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Glama

Russian Web Data Access for AI Agents

fetch_web

Give a URL of ANY website or API — get its content (HTML/JSON) fetched through an IP of the chosen country (country='ru','us','de','gb',...). Flagship tool — URL in, content out, no proxy setup. Specialty: country='ru' unlocks Russia-only sites that block foreign IPs (Wildberries, Ozon, Yandex Market, gov registries EGRUL/FNS, banks). Set residential=true for sites that block datacenter IPs. Set render=true to render JS in a real headless Chromium (SPA / JS-heavy / JS-challenge sites). Charged from agent balance; returns payment_required if insufficient (then topup_balance and retry).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes
renderNo
countryNoru
agent_idYes
residentialNo

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description carries full burden. Discloses billing behavior, country-specific IP, residential vs datacenter, and JS rendering. Lacks specifics like timeout, rate limits, or exact response format, but covers major behaviors.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Packed with information in a single paragraph. Front-loaded with main function. Could be broken into multiple sentences for easier parsing, but no waste.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema, but explains return of HTML/JSON and payment_required on insufficient balance. Covers core functionality, billing, and edge cases. Missing timeout or rate limits, but acceptable given tool complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, but description adds meaning to all parameters: url (any), render (JS rendering), country (IP location), agent_id (billing), residential (bypass datacenter blocks). Provides context well beyond bare schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it fetches content from any URL via chosen country IP, handles HTML/JSON, and positions itself as flagship tool. Differentiates from siblings like fetch_ru and get_ru_proxy by covering all URLs and countries.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly tells when to use: URL in, content out, no proxy setup. Provides guidance on country='ru' for Russia-only sites, residential=true for datacenter-blocking, render=true for JS-heavy sites. Also explains billing and what to do on insufficient balance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.7/5.0
Disambiguation4/5

Most tools have distinct purposes, but fetch_ru and fetch_web overlap in functionality (fetch_ru is a specialization). However, descriptions clearly differentiate them.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with snake_case (e.g., check_balance, fetch_web, topup_balance). Minor deviation like run_code is still in line.

Tool Count5/5

9 tools cover the core functionality well without being excessive or insufficient. Each tool has a clear role.

Completeness4/5

Covers key operations: fetching, proxy, domain management, balance, code execution, and feedback. Missing advanced features like proxy rotation or pagination but sufficient for primary use.

Resources